{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ***Introduction to Radar Using Python and MATLAB***\n",
    "## Andy Harrison - Copyright (C) 2019 Artech House\n",
    "<br/>\n",
    "\n",
    "# Alpha Beta Filter\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Referring to Section 9.1.1, the alpha-beta filter, is a simplified filter for parameter estimation and smoothing.  The alpha-beta filter is related to Kalman filters but does not require a detailed system model.  It presumes that the system is approximated by two internal states.  The first state is determined by integrating the second state over time.  The radar measurements are the observations of the first model state.  This is a low-order approximation and may be adequate for simple tracking problems, such as tracking a target's position where the position is found from the time integral of the velocity.  Assuming the velocity remains fixed over the time interval between measurements, the position is projected forward in time to predict its value at the next sampling time."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Python sample code for the alpha beta filter is given in Listing 9.1\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the start, step and end times (s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "start = 0.0\n",
    "\n",
    "end = 20.0\n",
    "\n",
    "step = 0.1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the number of updates and create the time array with the `linspace` routine from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import linspace\n",
    "\n",
    "number_of_updates = round( (end - start) / step) + 1\n",
    "\n",
    "t, dt = linspace(start, end, number_of_updates, retstep=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the initial position (m) and initial velocity (m/s)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "initial_position = 5.0\n",
    "\n",
    "initial_velocity = 0.5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the noise variance and the factors (alpha, beta) for the filter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "noise_variance = 2.0\n",
    "\n",
    "alpha = 0.1\n",
    "\n",
    "beta = 0.001"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the true position"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_true = initial_position + initial_velocity * t"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create the measurements using the random number routines from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import random, sqrt\n",
    "\n",
    "z = x_true + sqrt(noise_variance) * (random.rand(number_of_updates) - 0.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Initialize the state and create the empty filter estimates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "xk_1 = 0.0\n",
    "\n",
    "vk_1 = 0.0\n",
    "\n",
    "\n",
    "x_filt = []\n",
    "\n",
    "v_filt = []\n",
    "\n",
    "r_filt = []"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Perform the alpha-beta filtering"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Loop over all measurements\n",
    "\n",
    "for zk in z:\n",
    "\n",
    "    # Predict the next state\n",
    "\n",
    "    xk = xk_1 + vk_1 * dt\n",
    "\n",
    "    vk = vk_1\n",
    "\n",
    "\n",
    "    # Calculate the residual\n",
    "\n",
    "    rk = zk - xk\n",
    "\n",
    "\n",
    "    # Correct the predicted state\n",
    "\n",
    "    xk += alpha * rk\n",
    "\n",
    "    vk += beta / dt * rk\n",
    "\n",
    "\n",
    "    # Set the current state as previous\n",
    "\n",
    "    xk_1 = xk\n",
    "\n",
    "    vk_1 = vk\n",
    "\n",
    "\n",
    "    x_filt.append(xk)\n",
    "\n",
    "    v_filt.append(vk)\n",
    "\n",
    "    r_filt.append(rk)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the results of the alpha beta filter using the `matplotlib` routines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "from numpy import ones_like\n",
    "\n",
    "\n",
    "# Set the figure size\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (15, 10)\n",
    "\n",
    "\n",
    "# Position\n",
    "\n",
    "plt.figure()\n",
    "\n",
    "plt.plot(t, x_true, '', label='True')\n",
    "\n",
    "plt.plot(t, z, ':', label='Measurement')\n",
    "\n",
    "plt.plot(t, x_filt, '--', label='Filtered')\n",
    "\n",
    "plt.ylabel('Position (m)', size=12)\n",
    "\n",
    "plt.legend(loc='best', prop={'size': 10})\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Alpha-Beta Filter', size=14)\n",
    "\n",
    "plt.xlabel('Time (s)', size=12)\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "# Velocity\n",
    "    \n",
    "plt.figure()\n",
    "\n",
    "plt.plot(t, initial_velocity * ones_like(t), '', label='True')\n",
    "\n",
    "plt.plot(t, v_filt, '--', label='Filtered')\n",
    "\n",
    "plt.ylabel('Velocity (m/s)', size=12)\n",
    "\n",
    "plt.legend(loc='best', prop={'size': 10})\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Alpha-Beta Filter', size=14)\n",
    "\n",
    "plt.xlabel('Time (s)', size=12)\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)\n",
    "\n",
    "\n",
    "# Residual\n",
    "\n",
    "plt.figure()\n",
    "\n",
    "plt.plot(t, r_filt, '')\n",
    "\n",
    "plt.ylabel('Residual (m)', size=12)\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Alpha-Beta Filter', size=14)\n",
    "\n",
    "plt.xlabel('Time (s)', size=12)\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)"
   ]
  }
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